| Data Augmentation in Training CNNs: Injecting Noise to Images | Jul 12, 2023 | Data Augmentationimage-classification | —Unverified | 0 |
| HSTR-Net: Reference Based Video Super-resolution with Dual Cameras | Oct 18, 2023 | Optical Flow EstimationReference-based Super-Resolution | —Unverified | 0 |
| Human Perceptual Evaluations for Image Compression | Aug 9, 2019 | Deep LearningImage Compression | —Unverified | 0 |
| Towards improved lossy image compression: Human image reconstruction with public-domain images | Oct 25, 2018 | Image CompressionImage Reconstruction | —Unverified | 0 |
| Adversarial Training of Denoising Diffusion Model Using Dual Discriminators for High-Fidelity Multi-Speaker TTS | Aug 3, 2023 | DenoisingSpeech Synthesis | —Unverified | 0 |
| Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks | Oct 25, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| ImplicitVol: Sensorless 3D Ultrasound Reconstruction with Deep Implicit Representation | Sep 24, 2021 | SSIM | —Unverified | 0 |
| DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI | Feb 3, 2024 | SSIM | —Unverified | 0 |
| DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution | Dec 15, 2022 | Image Super-ResolutionSSIM | —Unverified | 0 |
| 3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging | Feb 25, 2025 | SSIM | —Unverified | 0 |
| Hyperspectral Image Compression Using Sampling and Implicit Neural Representations | Dec 4, 2023 | Image CompressionSSIM | —Unverified | 0 |
| I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images | Feb 21, 2023 | DenoisingSSIM | —Unverified | 0 |
| IFNet: Deep Imaging and Focusing for Handheld SAR with Millimeter-wave Signals | May 3, 2024 | SSIM | —Unverified | 0 |
| A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis | Oct 9, 2022 | DiversityImage Generation | —Unverified | 0 |
| Improved Hybrid Layered Image Compression using Deep Learning and Traditional Codecs | Jul 15, 2019 | Deep LearningImage Compression | —Unverified | 0 |
| Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients | Oct 1, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Inpainting Normal Maps for Lightstage data | Jan 16, 2024 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Image Compression with SVD : A New Quality Metric Based On Energy Ratio | Jan 22, 2017 | Image CompressionSSIM | —Unverified | 0 |
| Image Deblurring using GAN | Dec 15, 2023 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| Green Robotic Mixed Reality with Gaussian Splatting | Apr 18, 2025 | Mixed RealitySSIM | —Unverified | 0 |
| Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches | Nov 20, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components | Nov 26, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| GratNet: A Photorealistic Neural Shader for Diffractive Surfaces | Jun 18, 2025 | Data CompressionSSIM | —Unverified | 0 |
| Image Denoising Via Collaborative Support-Agnostic Recovery | Sep 9, 2016 | DenoisingImage Denoising | —Unverified | 0 |
| Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data | Oct 31, 2024 | DenoisingGPU | —Unverified | 0 |